Aziz3/agent_decoder

1complete the following task with sour code, explanation and referencs if available.2Overview:3 4At REM Waste, we’re building intelligent tools to automate real hiring decisions. As part of your interview, we’d like you to complete a practical challenge that reflects the kind of work you’ll be doing here—solving real-world problems using AI tools.5 6Challenge Task:7 8Objective:9 10Build a working script or simple tool that can do the following:11 121. Accept a public video URL (e.g., Loom or direct MP4 link).13 142. Extract the audio from the video.15 163. Analyze the speaker’s accent to detect English language speaking candidates. 17 184. Output:19 20  - Classification of the accent (e.g., British, American, Australian, etc.)21 22  - A confidence in English accent score (e.g., 0-100%)23 24  - A short summary or explanation (optional) 25 26This tool will be used internally to help evaluate spoken English for hiring purposes.27 28What We're Looking For:29 30Top Priority:31 32- Practicality – Can you build something that actually works?33 34- Creativity – Did you come up with a smart or resourceful solution?35 36- Technical Execution – Is it clean, testable, and logically structured?37 38You’re free to use any tools or languages you’re comfortable with (Python, JavaScript, no-code tools, open-source APIs, etc.).39 40 41Deliverables:42 43- A working script, notebook, or small app (CLI, Streamlit, Flask—your choice)44 45- Deploy it somewhere with simple UI so it can be tested by clicking the link46 47- You can submit your work [72 hours from the receipt of this email] via this form: https://forms.gle/PTdcsAUGCKUi1BKP6.48 49 50 51Time Expectation:52 53This task is unpaid, so please don’t spend more than 4–6 hours. We’re looking for working proof-of-concept, not perfection. If you already have something similar, feel free to repurpose or expand it.54 55 56 57Evaluation: (Pass/Fail Screening)58 59Area    60Must-Have for Pass61Notes  62Functional Script63Yes 64Must run and return accent classification65Logical Approach66Yes 67Uses valid methods for transcription + scoring68Setup Clarity  69Yes 70Clear README to test it71Accent Handling (English)72Yes 73Only English accents are needed74Bonus: Confidence Scoring75Optional76Points for extra polish or creativity